mathodology-whole-project SKILL.md skillA

mathodology-whole-project from sweetcornna/mathodology is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add sweetcornna/mathodology/mathodology-whole-project@git:20261028.f695e6a

Pins git:20261028.f695e6a in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
sweetcornna/mathodology
Path
.claude/skills/mathodology-whole-project/SKILL.md
Versions recorded
7
Latest version
git:20261028.f695e6a, committed Oct 28, 2026
First version recorded
Jul 30, 2026
Size
2,361 bytes
Repository stars
320
License
MIT

Use when starting a modeling task or installing, backing up or maintaining the skills pack.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Mathodology Modeling Companion

Mathodology helps turn a problem into a justified model, reproducible results and
clear scientific communication. It is a skills pack with one executable part:
the [workbench](../mathodology-workbench/SKILL.md) records runs and checks that
results, figures and the paper agree, through a script and Claude Code hooks.
Use [modeling prompts](../mathodology-agent-pipeline/SKILL.md)
as a flexible guide. For figures use
[figure presets](../mathodology-figure-presets/SKILL.md), including its image2
availability question. For evidence use
[evidence search](../mathodology-evidence-search/SKILL.md).

## Start or resume a modeling task

Work in the user's chosen directory or an ignored `work/` directory in this
checkout. Produce only artifacts needed for the requested deliverable and keep
numerical results traceable: `mtd.py init` sets up a workspace whose hooks keep
results, figures and the paper consistent, and `mtd.py status` shows where an
existing one stands. Use specialists where they help and the host allows
it.

## Maintain and distribute

The maintained source is `.claude/skills/`. Claude Code roles and workflow prompts
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add sweetcornna/mathodology/mathodology-whole-project@sha256:ca3333655c763f99

The line at the top of this page pins the label git:20261028.f695e6a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_fhxho3evukdyzopa.svg)](https://markdownregistry.com/a/art_fhxho3evukdyzopa)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 7 versions of this file, between Jul 30, 2026 and Oct 28, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20261028.f695e6a latest2026-10-28 f695e6a 2,361 BA view · diff
git:20261022.4d8df2f2026-10-22 4d8df2f 2,071 BA view · diff
git:20260907.0cfcd932026-09-07 0cfcd93 2,465 BA view · diff
git:20260830.762414e2026-08-30 762414e 10,120 BA view · diff
git:20260801.c86e9a82026-08-01 c86e9a8 9,992 BA view · diff
git:20260730.208b6922026-07-30 208b692 10,087 BA view · diff
git:20260730.2f45d002026-07-30 2f45d00 9,838 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2361 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

sweetcornna/mathodology · 320 stars · license MIT · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_fhxho3evukdyzopa
GET https://markdownregistry.com/api/v1/resolve?ref=sweetcornna/mathodology/mathodology-whole-project
GET https://markdownregistry.com/api/v1/blob/ca3333655c763f99029be3bb1879a9a7da20d0ecafbd5274d11e43fa8b960cec

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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git:20261028.f695e6a · audit A · 320 stars
mathodology-award-gates SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-award-gates/SKILL.md · Use when reviewing mathematical validity, evidence, reproducibility, figures or a submission draft.
git:20261028.f695e6a · audit A · 320 stars
mathodology-dev-test-release SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-dev-test-release/SKILL.md · Use when checking skill metadata, references or repository boundaries, or preparing an explicitly requested skills…
git:20261023.d5b9ac0 · audit A · 320 stars
mathodology-evidence-search SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-evidence-search/SKILL.md · Use when finding literature, datasets, domain facts, citation details or licensed figure references.
git:20261105.4e960e1 · audit A · 320 stars
mathodology-figure-presets SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-figure-presets/SKILL.md · Use when selecting, designing, generating or reviewing scientific figures, complex modeling charts, paper illustrations…
git:20261022.4d8df2f · audit A · 320 stars
mathodology-project-orientation SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-project-orientation/SKILL.md · Use when maintaining the skills-only repository or checking whether a change belongs here.
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mathodology-skill-authoring SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-skill-authoring/SKILL.md · Use when adding, editing or reviewing skills, role prompts or skill metadata.
git:20261028.f695e6a · audit A · 320 stars
mathodology-workbench SKILL.md skill
sweetcornna/mathodology · .claude/skills/mathodology-workbench/SKILL.md · Use when setting up, running or checking a contest workspace, recording experiments, keeping paper numbers, figures and…
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AGENTS.md AGENTS.md file
sweetcornna/mathodology · AGENTS.md
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CLAUDE.md CLAUDE.md file
sweetcornna/mathodology · CLAUDE.md
git:20261022.4d8df2f · audit B · 320 stars

Every file in sweetcornna/mathodology

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